ggplot-based graphics and useful functions for GAMs fitted using the mgcv package

Functional Data Analysis Python package

CSS superellipse masks using the Houdini API

Machine learning and data analysis package implemented in JavaScript and its online demo.

Churn Analysis of Telecom company,Through meticulous data analysis and predictive modeling, we uncover patterns, trends, and potential churn triggers, empowering telecom companies to proactively mitigate customer attrition. Our mission is to equip industry stakeholders with actionable intelligence, enabling them to optimize retention strategies.

The Polygon Mesh Processing Library

UI Soft Mask is a smooth masking component for Unity UI (uGUI) elements.

A C++ library for physics-informed spatial and functional data analysis over complex domains.

Curvature Corrected Moving Average: An accurate and model-free path smoothing algorithm.

This project conducts a thorough analysis of weather time series data using diverse statistical and deep learning models. Each model was rigorously applied to the same weather time series data to assess and compare their forecasting accuracy. Detailed results and analyses are provided to delineate the strengths and weaknesses of each approach.

A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algorithms, both in a sequential and parallel fashion, as well as efficient gradient rules for computing gradients of required quantities (such as the pseudo-loglikelihood of the system).

A Modern Fortran translation of the FITPACK package for curve and surface fitting

Locally-weighted polynomial regression via the LOWESS algorithm.

Anisotropic smoothing for change-point regression data

Cubic spline approximation (smoothing)

Baseline correction, smoothing, processing and plotting of Raman spectra

Tools for spatio-temporal disaggregation of multivariate time-series with smoothing and regression-based methods

Apply Bayesian statistics through DLM to smooth a 4-gram frequency series